Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002367

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004051

distance 0.2

#2 · Raigadcell 4910002011

distance 0.282 · cross-district

#3 · Punecell 4900002216

distance 0.285

#4 · Punecell 4900004330

distance 0.288

#5 · Punecell 4900002218

distance 0.307

#6 · Punecell 4900006308

distance 0.316

#7 · Punecell 4900006669

distance 0.318

#8 · Raigadcell 4910002116

distance 0.319 · cross-district

#9 · Raigadcell 4910002313

distance 0.327 · cross-district

#10 · Punecell 4900005016

distance 0.339

#11 · Raigadcell 4910001920

distance 0.339 · cross-district

#12 · Raigadcell 4910001971

distance 0.347 · cross-district

#13 · Raigadcell 4910002015

distance 0.348 · cross-district

#14 · Raigadcell 4910003062

distance 0.354 · cross-district

#15 · Raigadcell 4910002018

distance 0.356 · cross-district

#16 · Punecell 4900005284

distance 0.359

#17 · Raigadcell 4910002417

distance 0.364 · cross-district

#18 · Thanecell 4970000568

distance 0.367 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900002367}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.